Table 5 The results of different fully shared MTL methods
Model | BC2GM | JNLPBA | BC5CDR-Disease | NCBI-disease | Linnaeus | Species-800 | BC5CDR-Chemical |
|---|---|---|---|---|---|---|---|
BioBERT-MTM | 85.36 | 78.38 | 87.46 | 89.9 | 88.36 | 75.33 | 93.56 |
w/o the end tag | 84.98 | 77.95 | 87.28 | 89.44 | 88.25 | 75.13 | 93.51 |
(− 0.38) | (− 0.43) | (− 0.18) | (− 0.46) | (− 0.11) | (− 0.20) | (− 0.05) | |
w/o the tag pair | 77.63 | 72.27 | 77.98 | 81.29 | 79.62 | 65.59 | 81.65 |
(− 7.73) | (− 6.12) | (− 9.48) | (− 8.61) | (− 8.74) | (− 9.74) | (− 11.91) |